An approach for grounding ontologies in raw data using foundational ontology.
Sandro Rama FioriniMara AbelClaiton M. S. SchererPublished in: Inf. Syst. (2013)
Keyphrases
- raw data
- domain ontology
- semantic web
- ontology mapping
- ontological framework
- ontology integration
- ontology alignment
- ontology merging
- ontology engineering
- ontology matching
- ontology reasoning
- ontology development
- ontology evolution
- owl ontologies
- ontology construction
- semantic technologies
- knowledge representation
- formal ontologies
- semantic web technologies
- semantic relationships
- modular ontologies
- knowledge base
- semantic query
- web ontologies
- domain specific
- semantically rich
- owl dl ontologies
- mutual understanding
- semi automatic
- semantic mapping
- semantic interoperability
- fuzzy ontology
- heterogeneous information systems
- domain specific ontologies
- owl dl
- logical reasoning
- domain knowledge
- semi automatically
- ontological engineering
- ontology based data access
- knowledge organization
- disparate data sources
- ontology learning
- original data
- semantic heterogeneity
- ontological reasoning
- ontological concepts
- related concepts
- semantically heterogeneous
- clinical data
- description logics
- conceptual structures
- communicating agents
- conceptual graphs
- semantic integration
- topic maps
- reasoning mechanism
- semantic annotation
- semantic matching
- knowledge domains
- image data
- instance level
- linked open data
- text mining
- machine learning
- ontology population
- data sources
- behavioral data
- metadata
- semantic descriptions
- semantic relations
- semantic web standards
- ontology languages